As it is shown in [1]}, [2]}, [3]}, [4]}, [5]}, [6]}, the gradient of mutual information plays a central role to give a new insight into the some fundamental notions in information theory and also it can be considered as an important measure in optimization problems. However, this pivotal role does not confined to the aforementioned items as we see in the next section.
